Experimental Validation of Architectural Measures for Cloud-native Quality Evaluations - Results
Robin Lichtenthäler
2025-02-24
1 Introduction
In the context of the paper “An experimental validation of architectural measures for cloud-native quality evaluations” experiments have been run to investigate relationship between architectural measures (measured at design time) and runtime measures (measured at runtime).
The results of these experiments are reported in the following and can be accessed in raw form at:
2 Results
2.1 Hypothesis 1
A higher service replication has a positive impact on time-behavior.
Deployment topology info
noreplication - 20250214_131514
Pods:
“teastore-auth-848dd67cc7-8fjjq”: “i-032693167aaef27a6.us-east-2.compute.internal”: “us-east-2a”
“teastore-db-855687f49f-9k9wt”: “i-0ed3df51bfcdd4308.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-8mkrm”: “i-0ee51be2234fa8253.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-648b7cb468-cq75p”: “i-0a291269f6692f301.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-vh9jn”: “i-07f8e5b25efa587a4.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-67x9m”: “i-0ccfdc108f890e91b.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-gtdn4”: “i-0c32bc7124cc190fa.us-east-2.compute.internal”: “us-east-2c”
noreplication - 20250214_144959
Pods:
“teastore-auth-848dd67cc7-pz26g”: “i-07f8e5b25efa587a4.us-east-2.compute.internal”: “us-east-2a”
“teastore-db-855687f49f-jt26p”: “i-0ed3df51bfcdd4308.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-2z654”: “i-0ee51be2234fa8253.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-648b7cb468-zfdjh”: “i-0a699b05582d3e038.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-fn9wp”: “i-032693167aaef27a6.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-jb4hr”: “i-0b4483458f7db6913.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-wcdkk”: “i-0a291269f6692f301.us-east-2.compute.internal”: “us-east-2b”
lowreplication - 20250211_120129
Pods:
“teastore-auth-5bb98f67f6-t76d9”: “i-0be7001d7817d65df.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-5bb98f67f6-vf69s”: “i-06d65a5f60c8f002a.us-east-2.compute.internal”: “us-east-2b”
“teastore-db-556958c44b-5czs7”: “i-02f692eef2366b5df.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-5bb5dc45c8-8ffvw”: “i-020e6aa1ee89a5353.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-5bb5dc45c8-cdmvr”: “i-09cd6681256292b99.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-98fj8”: “i-0a0a3b9142a732fe8.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-867d46c69c-jd7kp”: “i-0623f7a395494d30b.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-58bcb8f966-mt8bn”: “i-036731fbc0207c44d.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-58bcb8f966-r5l7n”: “i-0800aaede6b61a651.us-east-2.compute.internal”: “us-east-2b”
“teastore-registry-6768cc7797-9rpwn”: “i-0129785a4d7128700.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-79d7f4fbf4-ddv5r”: “i-093584a5ee8cb2bb8.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-79d7f4fbf4-gclds”: “i-03dd7245033498046.us-east-2.compute.internal”: “us-east-2c”
lowreplication - 20250211_135228
Pods:
“teastore-auth-5bb98f67f6-42fw5”: “i-0623f7a395494d30b.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-5bb98f67f6-m8dwl”: “i-0a0a3b9142a732fe8.us-east-2.compute.internal”: “us-east-2c”
“teastore-db-556958c44b-zpszn”: “i-036731fbc0207c44d.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-5bb5dc45c8-ct692”: “i-06d65a5f60c8f002a.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-5bb5dc45c8-vvm4s”: “i-0be7001d7817d65df.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-867d46c69c-24htp”: “i-09cd6681256292b99.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-ql7xl”: “i-020e6aa1ee89a5353.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-58bcb8f966-228d4”: “i-03dd7245033498046.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-58bcb8f966-22qlr”: “i-0129785a4d7128700.us-east-2.compute.internal”: “us-east-2b”
“teastore-registry-6768cc7797-tp57k”: “i-02f692eef2366b5df.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-79d7f4fbf4-b8xpk”: “i-0800aaede6b61a651.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-79d7f4fbf4-c4vz4”: “i-093584a5ee8cb2bb8.us-east-2.compute.internal”: “us-east-2a”
mixedreplication - 20250211_153120
Pods:
“teastore-auth-5bb98f67f6-cqnv9”: “i-0be7001d7817d65df.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-5bb98f67f6-qztvb”: “i-020e6aa1ee89a5353.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-5bb98f67f6-x9qd6”: “i-0800aaede6b61a651.us-east-2.compute.internal”: “us-east-2b”
“teastore-db-556958c44b-5krj7”: “i-036731fbc0207c44d.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-5bb5dc45c8-k8z77”: “i-093584a5ee8cb2bb8.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-5bb5dc45c8-kgh2w”: “i-0129785a4d7128700.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-5bb5dc45c8-tf2kw”: “i-03dd7245033498046.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-867d46c69c-9kg9q”: “i-09cd6681256292b99.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-9xql8”: “i-0623f7a395494d30b.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-867d46c69c-bl7dv”: “i-06d65a5f60c8f002a.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-g96kx”: “i-02f692eef2366b5df.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-867d46c69c-xrbzc”: “i-0a0a3b9142a732fe8.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-58bcb8f966-2dfcq”: “i-09cd6681256292b99.us-east-2.compute.internal”: “us-east-2b”
“teastore-registry-6768cc7797-xtlh7”: “i-0129785a4d7128700.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-79d7f4fbf4-gh4x4”: “i-020e6aa1ee89a5353.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-79d7f4fbf4-lvjd2”: “i-0a0a3b9142a732fe8.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-79d7f4fbf4-pdfr7”: “i-02f692eef2366b5df.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-79d7f4fbf4-tlfnb”: “i-06d65a5f60c8f002a.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-79d7f4fbf4-xpd2z”: “i-036731fbc0207c44d.us-east-2.compute.internal”: “us-east-2c”
mixedreplication - 20250211_172157
Pods:
“teastore-auth-5bb98f67f6-dj975”: “i-0623f7a395494d30b.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-5bb98f67f6-fgxcv”: “i-0129785a4d7128700.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-5bb98f67f6-s2h5n”: “i-036731fbc0207c44d.us-east-2.compute.internal”: “us-east-2c”
“teastore-db-556958c44b-lsq4g”: “i-0be7001d7817d65df.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-5bb5dc45c8-r9tmc”: “i-0a0a3b9142a732fe8.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-5bb5dc45c8-xffkt”: “i-02f692eef2366b5df.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-5bb5dc45c8-z9j52”: “i-06d65a5f60c8f002a.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-8q2qf”: “i-03dd7245033498046.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-867d46c69c-ljnwf”: “i-09cd6681256292b99.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-prhnc”: “i-036731fbc0207c44d.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-867d46c69c-scp7d”: “i-0800aaede6b61a651.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-t5wq6”: “i-093584a5ee8cb2bb8.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-58bcb8f966-nxsgb”: “i-020e6aa1ee89a5353.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-6768cc7797-9mdbs”: “i-0623f7a395494d30b.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-79d7f4fbf4-88l9s”: “i-0129785a4d7128700.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-79d7f4fbf4-dw9f4”: “i-0a0a3b9142a732fe8.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-79d7f4fbf4-gpr7t”: “i-020e6aa1ee89a5353.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-79d7f4fbf4-ncwp5”: “i-03dd7245033498046.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-79d7f4fbf4-pvg7q”: “i-0800aaede6b61a651.us-east-2.compute.internal”: “us-east-2b”
highreplication - 20250205_221658
Pods:
“teastore-auth-5bb98f67f6-7ccwf”: “i-0661648f871ba0ac3.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-5bb98f67f6-d5bbq”: “i-05c1384b2b95fde9a.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-5bb98f67f6-g2xks”: “i-0beaa68235f0f37cf.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-5bb98f67f6-mwtvm”: “i-050abdc2821c8d300.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-5bb98f67f6-snhfj”: “i-0ecb42505bf89ee14.us-east-2.compute.internal”: “us-east-2b”
“teastore-db-556958c44b-xx4lw”: “i-0661648f871ba0ac3.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-5bb5dc45c8-jtv9v”: “i-0ecb42505bf89ee14.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-5bb5dc45c8-r4wgd”: “i-09abde46f7e576e4d.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-5bb5dc45c8-r6twj”: “i-0beaa68235f0f37cf.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-5bb5dc45c8-s6jwp”: “i-064b789bcaa2704c7.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-5bb5dc45c8-x9qjs”: “i-05c1384b2b95fde9a.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-22pf7”: “i-0ecb42505bf89ee14.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-gd8vm”: “i-05c1384b2b95fde9a.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-jp2tn”: “i-050abdc2821c8d300.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-867d46c69c-lv4gb”: “i-0beaa68235f0f37cf.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-867d46c69c-qhblt”: “i-064b789bcaa2704c7.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-58bcb8f966-d7v96”: “i-0644429a20b1e6efb.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-58bcb8f966-hpg9l”: “i-0be1f418781b62f9d.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-58bcb8f966-jhs6g”: “i-09abde46f7e576e4d.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-58bcb8f966-l6mv4”: “i-09abde46f7e576e4d.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-58bcb8f966-lzhxd”: “i-0644429a20b1e6efb.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-6768cc7797-mctv2”: “i-064b789bcaa2704c7.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-79d7f4fbf4-f6z8x”: “i-0be1f418781b62f9d.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-79d7f4fbf4-gbvfp”: “i-0fda770aa52a47c76.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-79d7f4fbf4-pplv4”: “i-0644429a20b1e6efb.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-79d7f4fbf4-qtdj5”: “i-0fda770aa52a47c76.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-79d7f4fbf4-xttb7”: “i-0be1f418781b62f9d.us-east-2.compute.internal”: “us-east-2b”
highreplication - 20250206_000127
Pods:
“teastore-auth-5bb98f67f6-25w4v”: “i-05c1384b2b95fde9a.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-5bb98f67f6-2x6j4”: “i-050abdc2821c8d300.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-5bb98f67f6-qzj8t”: “i-064b789bcaa2704c7.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-5bb98f67f6-sm4d7”: “i-06309724cad339b6b.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-5bb98f67f6-t97k8”: “i-0beaa68235f0f37cf.us-east-2.compute.internal”: “us-east-2c”
“teastore-db-556958c44b-d2fwx”: “i-0ea99b9b5534ea8d1.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-5bb5dc45c8-4msgg”: “i-0644429a20b1e6efb.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-5bb5dc45c8-6pk7t”: “i-09abde46f7e576e4d.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-5bb5dc45c8-7sfdq”: “i-0fda770aa52a47c76.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-5bb5dc45c8-p8s8d”: “i-06309724cad339b6b.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-5bb5dc45c8-r5r5v”: “i-0be1f418781b62f9d.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-4fw9m”: “i-0fda770aa52a47c76.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-867d46c69c-6kd5x”: “i-0ecb42505bf89ee14.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-97gnv”: “i-0644429a20b1e6efb.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-867d46c69c-pp8sx”: “i-0be1f418781b62f9d.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-867d46c69c-x4sch”: “i-09abde46f7e576e4d.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-58bcb8f966-7kwdk”: “i-0ecb42505bf89ee14.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-58bcb8f966-7vx9h”: “i-0661648f871ba0ac3.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-58bcb8f966-cqqkd”: “i-0beaa68235f0f37cf.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-58bcb8f966-jlswn”: “i-05c1384b2b95fde9a.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-58bcb8f966-wr7w6”: “i-064b789bcaa2704c7.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-6768cc7797-95flf”: “i-0661648f871ba0ac3.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-79d7f4fbf4-68dcx”: “i-0be1f418781b62f9d.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-79d7f4fbf4-6xh5d”: “i-0ecb42505bf89ee14.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-79d7f4fbf4-9pcww”: “i-050abdc2821c8d300.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-79d7f4fbf4-q9s7l”: “i-0661648f871ba0ac3.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-79d7f4fbf4-ttl7m”: “i-06309724cad339b6b.us-east-2.compute.internal”: “us-east-2a”
Results analysis
| Model | |
|---|---|
| (Intercept) | 3282.774*** |
| (323.561) | |
| serviceReplicationLevel | −772.457*** |
| (100.380) | |
| Num.Obs. | 120 |
| R2 | 0.334 |
| R2 Adj. | 0.329 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 2417.631*** |
| (177.373) | |
| serviceReplicationLevel | −546.896*** |
| (52.304) | |
| Num.Obs. | 120 |
| R2 | 0.481 |
| R2 Adj. | 0.477 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 2510.399*** |
| (187.206) | |
| serviceReplicationLevel | −560.007*** |
| (55.204) | |
| Num.Obs. | 240 |
| R2 | 0.302 |
| R2 Adj. | 0.299 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 468.060*** |
| (44.449) | |
| serviceReplicationLevel | −90.315*** |
| (12.732) | |
| Num.Obs. | 120 |
| R2 | 0.299 |
| R2 Adj. | 0.293 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 3847.234*** |
| (381.905) | |
| serviceReplicationLevel | −900.205*** |
| (118.481) | |
| Num.Obs. | 120 |
| R2 | 0.329 |
| R2 Adj. | 0.323 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 5572.532*** |
| (357.525) | |
| serviceReplicationLevel | −1237.565*** |
| (102.216) | |
| Num.Obs. | 239 |
| R2 | 0.382 |
| R2 Adj. | 0.380 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 4324.928*** |
| (413.620) | |
| serviceReplicationLevel | −1000.525*** |
| (121.970) | |
| Num.Obs. | 80 |
| R2 | 0.463 |
| R2 Adj. | 0.456 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 2068.997*** |
| (293.759) | |
| smallestReplicationValue | −438.989*** |
| (105.521) | |
| Num.Obs. | 120 |
| R2 | 0.128 |
| R2 Adj. | 0.121 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 2278.943*** |
| (184.605) | |
| smallestReplicationValue | −546.182*** |
| (59.121) | |
| Num.Obs. | 120 |
| R2 | 0.420 |
| R2 Adj. | 0.415 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 2369.801*** |
| (189.217) | |
| smallestReplicationValue | −559.790*** |
| (60.598) | |
| Num.Obs. | 240 |
| R2 | 0.264 |
| R2 Adj. | 0.261 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 446.522*** |
| (45.243) | |
| smallestReplicationValue | −93.402*** |
| (14.489) | |
| Num.Obs. | 120 |
| R2 | 0.260 |
| R2 Adj. | 0.254 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 2428.849*** |
| (345.864) | |
| smallestReplicationValue | −509.866*** |
| (124.238) | |
| Num.Obs. | 120 |
| R2 | 0.125 |
| R2 Adj. | 0.117 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 5257.687*** |
| (368.837) | |
| smallestReplicationValue | −1273.239*** |
| (117.901) | |
| Num.Obs. | 239 |
| R2 | 0.330 |
| R2 Adj. | 0.327 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 4074.721*** |
| (428.546) | |
| smallestReplicationValue | −1000.498*** |
| (137.244) | |
| Num.Obs. | 80 |
| R2 | 0.405 |
| R2 Adj. | 0.398 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
2.2 Hypothesis 2
A higher service replication has a positive impact on availability
Deployment topology info
withfailures-noreplication - 20250211_211843
Pods:
“teastore-auth-6bf98c95b6-q7t6l”: “i-0623f7a395494d30b.us-east-2.compute.internal”: “us-east-2a”
“teastore-db-556958c44b-ds9nz”: “i-0129785a4d7128700.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-6786dc87dd-mjmpl”: “i-09cd6681256292b99.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-85668f6ff5-lp2rc”: “i-06d65a5f60c8f002a.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-596679cd76-9tgmr”: “i-02f692eef2366b5df.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-5c94c5ff75-qvq67”: “i-020e6aa1ee89a5353.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-5fcc94b6d8-h5sv7”: “i-036731fbc0207c44d.us-east-2.compute.internal”: “us-east-2c”
withfailures-noreplication - 20250211_225327
Pods:
“teastore-auth-6bf98c95b6-t5hkt”: “i-06d65a5f60c8f002a.us-east-2.compute.internal”: “us-east-2b”
“teastore-db-556958c44b-8lrfl”: “i-036731fbc0207c44d.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-6786dc87dd-x4dn9”: “i-09cd6681256292b99.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-85668f6ff5-8wfrf”: “i-0129785a4d7128700.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-596679cd76-7h5t8”: “i-0be7001d7817d65df.us-east-2.compute.internal”: “us-east-2c”
“teastore-registry-5c94c5ff75-mqrzx”: “i-0a0a3b9142a732fe8.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-5fcc94b6d8-66zcb”: “i-02f692eef2366b5df.us-east-2.compute.internal”: “us-east-2a”
withfailures-lowreplication - 20250212_083050
Pods:
“teastore-auth-7ffcc469b-gf4nq”: “i-0dbb62adae22c9e13.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-7ffcc469b-rndh7”: “i-00a4b38a0b75e4d7d.us-east-2.compute.internal”: “us-east-2b”
“teastore-db-556958c44b-2rg7m”: “i-04dacda900ee5a9a7.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-79649dbd78-8ncfz”: “i-079dc8211f4ef6be8.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-79649dbd78-8qsmm”: “i-00470f34d75ef1893.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-5f69985cb9-rrs4g”: “i-00c6fbd044d93e1b3.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5f69985cb9-vs4r9”: “i-0fff41fcb194f20b1.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5dbbb79d6-nnwxj”: “i-063abf83790d97192.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5dbbb79d6-sjbvp”: “i-037ef3f68815edd9e.us-east-2.compute.internal”: “us-east-2c”
“teastore-registry-6768cc7797-n9zwk”: “i-055e82373e583b7c0.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-57cff659f8-49ncf”: “i-0caa4a71bafc850e6.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-57cff659f8-9bbg9”: “i-03c0d468922fb4d1c.us-east-2.compute.internal”: “us-east-2a”
withfailures-lowreplication - 20250212_103519
Pods:
“teastore-auth-7ffcc469b-xpqqb”: “i-00a4b38a0b75e4d7d.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-7ffcc469b-zn2gj”: “i-00470f34d75ef1893.us-east-2.compute.internal”: “us-east-2a”
“teastore-db-556958c44b-9pmt8”: “i-0fff41fcb194f20b1.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-79649dbd78-8k2lz”: “i-0dbb62adae22c9e13.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-79649dbd78-rtldp”: “i-063abf83790d97192.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5f69985cb9-dsclv”: “i-00c6fbd044d93e1b3.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5f69985cb9-nr7zh”: “i-079dc8211f4ef6be8.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5dbbb79d6-6nswd”: “i-04dacda900ee5a9a7.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5dbbb79d6-kr6zk”: “i-055e82373e583b7c0.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-6768cc7797-hjlcn”: “i-037ef3f68815edd9e.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-57cff659f8-vg28p”: “i-0caa4a71bafc850e6.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-57cff659f8-wqxdw”: “i-03c0d468922fb4d1c.us-east-2.compute.internal”: “us-east-2a”
withfailures-mixedreplication - 20250212_123842
Pods:
“teastore-auth-7ffcc469b-bdsmg”: “i-055e82373e583b7c0.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-7ffcc469b-j42mz”: “i-00a4b38a0b75e4d7d.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-7ffcc469b-ph2h4”: “i-037ef3f68815edd9e.us-east-2.compute.internal”: “us-east-2c”
“teastore-db-556958c44b-9nqd2”: “i-0dbb62adae22c9e13.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-79649dbd78-g5m8l”: “i-03c0d468922fb4d1c.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-79649dbd78-k6bks”: “i-0fff41fcb194f20b1.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-79649dbd78-rq88z”: “i-04dacda900ee5a9a7.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5f69985cb9-5h54j”: “i-079dc8211f4ef6be8.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5f69985cb9-7wf85”: “i-04dacda900ee5a9a7.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5f69985cb9-9bx4n”: “i-00a4b38a0b75e4d7d.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5f69985cb9-bvq4t”: “i-037ef3f68815edd9e.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5f69985cb9-n4fbf”: “i-055e82373e583b7c0.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5dbbb79d6-87mff”: “i-063abf83790d97192.us-east-2.compute.internal”: “us-east-2b”
“teastore-registry-6768cc7797-hjqhb”: “i-00470f34d75ef1893.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-57cff659f8-c74gf”: “i-063abf83790d97192.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-57cff659f8-nkk4k”: “i-00c6fbd044d93e1b3.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-57cff659f8-nmjwr”: “i-00470f34d75ef1893.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-57cff659f8-rrzzf”: “i-0caa4a71bafc850e6.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-57cff659f8-tql8d”: “i-079dc8211f4ef6be8.us-east-2.compute.internal”: “us-east-2b”
withfailures-mixedreplication - 20250212_141420
Pods:
“teastore-auth-87dfcb769-nrlzq”: “i-00c6fbd044d93e1b3.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-87dfcb769-r984l”: “i-00a4b38a0b75e4d7d.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-87dfcb769-w9zds”: “i-055e82373e583b7c0.us-east-2.compute.internal”: “us-east-2a”
“teastore-db-855687f49f-zh7gc”: “i-079dc8211f4ef6be8.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-865689b5f9-4r6hb”: “i-0fff41fcb194f20b1.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-865689b5f9-j8j2f”: “i-04dacda900ee5a9a7.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-865689b5f9-l4b2x”: “i-00470f34d75ef1893.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-6db778bc9b-5c7j6”: “i-037ef3f68815edd9e.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-6db778bc9b-7rjvf”: “i-0dbb62adae22c9e13.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-6db778bc9b-czp6h”: “i-055e82373e583b7c0.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-6db778bc9b-gkmz5”: “i-0fff41fcb194f20b1.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-6db778bc9b-mnhwc”: “i-0caa4a71bafc850e6.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-866ccfb8b7-s2t5f”: “i-0dbb62adae22c9e13.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-9sz2p”: “i-063abf83790d97192.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-667586f4bc-5dd2p”: “i-00470f34d75ef1893.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-667586f4bc-8zgf8”: “i-037ef3f68815edd9e.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-667586f4bc-kj6jb”: “i-03c0d468922fb4d1c.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-667586f4bc-q7wbb”: “i-04dacda900ee5a9a7.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-667586f4bc-vdtcf”: “i-00a4b38a0b75e4d7d.us-east-2.compute.internal”: “us-east-2b”
withfailures-highreplication - 20250216_140815
Pods:
“teastore-auth-87dfcb769-94sfx”: “i-0f84400790f50a53a.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-87dfcb769-fpvvf”: “i-0908d5f5c78691949.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-87dfcb769-jk82s”: “i-0eea8168ecf59a0f5.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-87dfcb769-l4mrd”: “i-0f78013de48027657.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-87dfcb769-qbc98”: “i-0ea5be9d4edeec5c0.us-east-2.compute.internal”: “us-east-2a”
“teastore-db-855687f49f-qhfrr”: “i-0768fff0eee1ba0f6.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-865689b5f9-5ghc8”: “i-09bb2bb3b5ad10cde.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-865689b5f9-bgp9w”: “i-04212efe18d867c73.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-865689b5f9-bmxnj”: “i-091cb8a89d94113d9.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-865689b5f9-hwpjg”: “i-0bcc77b4fd32e103c.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-865689b5f9-tw7qt”: “i-058d54abeb60378b8.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-6db778bc9b-2j8ql”: “i-0eea8168ecf59a0f5.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-6db778bc9b-bw6v9”: “i-0908d5f5c78691949.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-6db778bc9b-bxk79”: “i-08bec42205851b191.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-6db778bc9b-kptkv”: “i-0768fff0eee1ba0f6.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-6db778bc9b-qz5nx”: “i-09bb2bb3b5ad10cde.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-866ccfb8b7-248fk”: “i-09bb2bb3b5ad10cde.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-866ccfb8b7-2kjwv”: “i-0ea5be9d4edeec5c0.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-866ccfb8b7-fzldw”: “i-0f78013de48027657.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-866ccfb8b7-kllks”: “i-08bec42205851b191.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-866ccfb8b7-sqw4r”: “i-0908d5f5c78691949.us-east-2.compute.internal”: “us-east-2c”
“teastore-registry-7cd6c95dd4-cj8lq”: “i-058d54abeb60378b8.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-667586f4bc-9jdjw”: “i-0eea8168ecf59a0f5.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-667586f4bc-dwbdt”: “i-0f84400790f50a53a.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-667586f4bc-pmknk”: “i-091cb8a89d94113d9.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-667586f4bc-qkbtt”: “i-0bcc77b4fd32e103c.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-667586f4bc-zwrtb”: “i-04212efe18d867c73.us-east-2.compute.internal”: “us-east-2a”
withfailures-highreplication - 20250216_154310
Pods:
“teastore-auth-87dfcb769-4qbll”: “i-0f78013de48027657.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-87dfcb769-7btc8”: “i-0ea5be9d4edeec5c0.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-87dfcb769-kf7kt”: “i-0bcc77b4fd32e103c.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-87dfcb769-ltsl6”: “i-0f84400790f50a53a.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-87dfcb769-pp9dm”: “i-0eea8168ecf59a0f5.us-east-2.compute.internal”: “us-east-2b”
“teastore-db-855687f49f-hgc6p”: “i-0768fff0eee1ba0f6.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-865689b5f9-6tjk7”: “i-091cb8a89d94113d9.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-865689b5f9-cmrsl”: “i-04212efe18d867c73.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-865689b5f9-hq2xl”: “i-09bb2bb3b5ad10cde.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-865689b5f9-kxkc5”: “i-058d54abeb60378b8.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-865689b5f9-z2r6r”: “i-0908d5f5c78691949.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-6db778bc9b-8knsc”: “i-08bec42205851b191.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-6db778bc9b-b7tv2”: “i-0f84400790f50a53a.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-6db778bc9b-c5kwf”: “i-0768fff0eee1ba0f6.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-6db778bc9b-ggx46”: “i-0eea8168ecf59a0f5.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-6db778bc9b-tqpt5”: “i-09bb2bb3b5ad10cde.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-866ccfb8b7-5qq6n”: “i-0ea5be9d4edeec5c0.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-866ccfb8b7-7b8wh”: “i-0f84400790f50a53a.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-866ccfb8b7-cgcrg”: “i-08bec42205851b191.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-866ccfb8b7-qlthd”: “i-058d54abeb60378b8.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-866ccfb8b7-rph62”: “i-0f78013de48027657.us-east-2.compute.internal”: “us-east-2b”
“teastore-registry-7cd6c95dd4-wnj2c”: “i-0908d5f5c78691949.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-667586f4bc-cs46z”: “i-0bcc77b4fd32e103c.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-667586f4bc-pk8t2”: “i-09bb2bb3b5ad10cde.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-667586f4bc-v4jww”: “i-04212efe18d867c73.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-667586f4bc-vj7gg”: “i-0eea8168ecf59a0f5.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-667586f4bc-wb8km”: “i-091cb8a89d94113d9.us-east-2.compute.internal”: “us-east-2c”
Results analysis
| Model | |
|---|---|
| (Intercept) | 68.803*** |
| (0.794) | |
| serviceReplicationLevel | 1.941*** |
| (0.246) | |
| Num.Obs. | 120 |
| R2 | 0.345 |
| R2 Adj. | 0.339 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 85.202*** |
| (1.180) | |
| serviceReplicationLevel | −1.535*** |
| (0.348) | |
| Num.Obs. | 120 |
| R2 | 0.142 |
| R2 Adj. | 0.134 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 59.349*** |
| (1.031) | |
| serviceReplicationLevel | 4.262*** |
| (0.304) | |
| Num.Obs. | 240 |
| R2 | 0.452 |
| R2 Adj. | 0.450 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 79.364*** |
| (0.594) | |
| serviceReplicationLevel | 0.096 |
| (0.170) | |
| Num.Obs. | 120 |
| R2 | 0.003 |
| R2 Adj. | −0.006 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 61.996*** |
| (1.231) | |
| serviceReplicationLevel | 3.056*** |
| (0.382) | |
| Num.Obs. | 120 |
| R2 | 0.352 |
| R2 Adj. | 0.346 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 62.115*** |
| (0.976) | |
| serviceReplicationLevel | 2.359*** |
| (0.279) | |
| Num.Obs. | 238 |
| R2 | 0.233 |
| R2 Adj. | 0.230 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 76.276*** |
| (1.325) | |
| serviceReplicationLevel | 0.827* |
| (0.391) | |
| Num.Obs. | 80 |
| R2 | 0.054 |
| R2 Adj. | 0.042 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
2.3 Hypothesis 3
A higher horizontal data replication has a positive impact on time-behavior
Deployment topology info
rds-single-noreplication - 20250222_215712
Pods:
“teastore-auth-848dd67cc7-lxhn7”: “i-09abd13e476f914ef.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-dk769”: “i-06a382464f979a9f8.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-82cbw”: “i-03a615ae0375955a4.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-nj8ss”: “i-0d274c4bfe09259f9.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-fb9sv”: “i-038b3f842b19ad8fa.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-p5nqw”: “i-00fcd7aba957c6c1b.us-east-2.compute.internal”: “us-east-2b”
RDS instances:
“maria-db”: “us-east-2a”
rds-single-noreplication - 20250222_233449
Pods:
“teastore-auth-848dd67cc7-r2wqw”: “i-06a382464f979a9f8.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-8bm84”: “i-00fcd7aba957c6c1b.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-h8ghd”: “i-0d274c4bfe09259f9.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-ngc9b”: “i-09abd13e476f914ef.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-crx55”: “i-038b3f842b19ad8fa.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-4sqmv”: “i-06f896998f8ee9876.us-east-2.compute.internal”: “us-east-2b”
RDS instances:
“maria-db”: “us-east-2a”
rds-two-noreplication - 20250223_151849
Pods:
“teastore-auth-848dd67cc7-nxwp9”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-qgxfb”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-5fjxq”: “i-0f763fc1bbf428b57.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5cff6fcd6c-sz8rj”: “i-058927ad95dd1d084.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-kdmwb”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-wvtzk”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
RDS instances:
“maria-db”: “us-east-2c”
“first-read-replica”: “us-east-2a”
rds-two-noreplication - 20250223_165204
Pods:
“teastore-auth-848dd67cc7-k6vn2”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-ww7dw”: “i-050930becc565b4f2.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-5cb4574b98-c94r7”: “i-058c42ee0b437c176.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-cz6cl”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-registry-7cd6c95dd4-jdr2b”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-9k9rk”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
RDS instance:
“maria-db”: “us-east-2c”
“first-read-replica”: “us-east-2a”
rds-three-noreplication - 20250223_220301
Pods:
“teastore-auth-848dd67cc7-6prnr”: “i-058927ad95dd1d084.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-9g6c9”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-bpbv6”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-2wvfw”: “i-050930becc565b4f2.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-vmj4k”: “i-0f763fc1bbf428b57.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-j9dd9”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
RDS instances:
“maria-db”: “us-east-2c”
“first-read-replica”: “us-east-2a”
“second-read-replica”: “us-east-2b”
rds-three-noreplication - 20250223_233533
Pods:
“teastore-auth-848dd67cc7-q5zzb”: “i-026d8db45140a2320.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-27f4n”: “i-0d5b7bdb5abf83489.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-nv9ft”: “i-058c42ee0b437c176.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-5v4zb”: “i-0246d3c1c4d3f8b1b.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-226wh”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-f6dqk”: “i-05e9858c9b746747f.us-east-2.compute.internal”: “us-east-2b”
RDS instances:
“maria-db”: “us-east-2c”
“first-read-replica”: “us-east-2a”
“second-read-replica”: “us-east-2b”
rds-single-highreplication - 20250223_115228
Pods:
“teastore-auth-848dd67cc7-2h8mq”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-848dd67cc7-49cx2”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-848dd67cc7-8njpk”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-848dd67cc7-d42rk”: “i-058c42ee0b437c176.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-848dd67cc7-j682w”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-khvn7”: “i-0246d3c1c4d3f8b1b.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-mwflr”: “i-05e9858c9b746747f.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-r5nbn”: “i-026d8db45140a2320.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-r7pqg”: “i-0d5b7bdb5abf83489.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-w6h96”: “i-0f763fc1bbf428b57.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-4497t”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-9qmvl”: “i-05e9858c9b746747f.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-nvvjj”: “i-0d5b7bdb5abf83489.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-pr7zc”: “i-058c42ee0b437c176.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-v95j8”: “i-050930becc565b4f2.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-27cm8”: “i-050930becc565b4f2.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-5s9gr”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5cff6fcd6c-86dxs”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-dfghv”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5cff6fcd6c-fdslb”: “i-058927ad95dd1d084.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-w4l7n”: “i-058927ad95dd1d084.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-8rgwn”: “i-0246d3c1c4d3f8b1b.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-c5nxx”: “i-026d8db45140a2320.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-mb7cw”: “i-058c42ee0b437c176.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-pkqzf”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-qg9fn”: “i-0f763fc1bbf428b57.us-east-2.compute.internal”: “us-east-2c”
RDS instances:
“maria-db”: “us-east-2a”
rds-single-highreplication - 20250223_133601
Pods:
“teastore-auth-848dd67cc7-2qdnf”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-848dd67cc7-jtvtt”: “i-0f763fc1bbf428b57.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-848dd67cc7-m44tk”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-848dd67cc7-mcgtl”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-848dd67cc7-zskqs”: “i-058c42ee0b437c176.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-4qmdv”: “i-026d8db45140a2320.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-59fr7”: “i-05e9858c9b746747f.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-96wph”: “i-0246d3c1c4d3f8b1b.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-ps4nq”: “i-058927ad95dd1d084.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-wdc44”: “i-0d5b7bdb5abf83489.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-cj7gg”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-5cb4574b98-ltrqz”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-nzcgm”: “i-050930becc565b4f2.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-5cb4574b98-r52wc”: “i-05e9858c9b746747f.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-snsd6”: “i-0d5b7bdb5abf83489.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5cff6fcd6c-2h85h”: “i-050930becc565b4f2.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-jg4bl”: “i-0f763fc1bbf428b57.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5cff6fcd6c-m982d”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-rgwwh”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5cff6fcd6c-x4zmd”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-registry-7cd6c95dd4-6ztsw”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-9clwd”: “i-0246d3c1c4d3f8b1b.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-jttx9”: “i-058c42ee0b437c176.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-pvgz9”: “i-026d8db45140a2320.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-rcgq4”: “i-058927ad95dd1d084.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-txp29”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
RDS instances:
“maria-db”: “us-east-2a”
rds-two-highreplication - 20250223_184333
Pods:
“teastore-auth-848dd67cc7-5spxc”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-848dd67cc7-bnw9n”: “i-050930becc565b4f2.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-848dd67cc7-gcpfs”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-848dd67cc7-qxz26”: “i-058927ad95dd1d084.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-848dd67cc7-s9zx6”: “i-058c42ee0b437c176.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-8zl5m”: “i-0246d3c1c4d3f8b1b.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-9n5mr”: “i-0f763fc1bbf428b57.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-hnbdj”: “i-0d5b7bdb5abf83489.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-lz4p5”: “i-05e9858c9b746747f.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-x6knh”: “i-026d8db45140a2320.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-52bgd”: “i-058927ad95dd1d084.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-5cb4574b98-9xzk7”: “i-0f763fc1bbf428b57.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-mthtm”: “i-0d5b7bdb5abf83489.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-n6gr9”: “i-05e9858c9b746747f.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-zgmt5”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-6md2n”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5cff6fcd6c-hp82l”: “i-058927ad95dd1d084.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-lprpp”: “i-050930becc565b4f2.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-lww4l”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5cff6fcd6c-t2kfn”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-registry-7cd6c95dd4-9g8kt”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-klk77”: “i-0f763fc1bbf428b57.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-kr9t8”: “i-058c42ee0b437c176.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-mjndm”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-prxws”: “i-026d8db45140a2320.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-z9sqn”: “i-0246d3c1c4d3f8b1b.us-east-2.compute.internal”: “us-east-2a”
RDS instances:
“maria-db”: “us-east-2c”
“first-read-replica”: “us-east-2a”
rds-two-highreplication - 20250223_201822
Pods:
“teastore-auth-848dd67cc7-4296m”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-848dd67cc7-67bvf”: “i-058c42ee0b437c176.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-848dd67cc7-f9gs7”: “i-0f763fc1bbf428b57.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-848dd67cc7-fx45x”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-848dd67cc7-l6x8n”: “i-050930becc565b4f2.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-kfjc8”: “i-0246d3c1c4d3f8b1b.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-kvnzp”: “i-026d8db45140a2320.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-n6zdd”: “i-05e9858c9b746747f.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-rp5t4”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-t48ns”: “i-0d5b7bdb5abf83489.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-4tbk4”: “i-058927ad95dd1d084.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-5cb4574b98-7fll2”: “i-0246d3c1c4d3f8b1b.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-5cb4574b98-cw6cz”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-g6pnb”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-jp9tn”: “i-05e9858c9b746747f.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-5qz2b”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-j2sxj”: “i-05595423e7c999a38.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-lqcp8”: “i-050930becc565b4f2.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-qntzs”: “i-072261d708765039a.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5cff6fcd6c-rs5p4”: “i-0f075de11fd6646d6.us-east-2.compute.internal”: “us-east-2c”
“teastore-registry-7cd6c95dd4-5jb68”: “i-0bc6cae9e6dd93dc5.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-8vs79”: “i-058c42ee0b437c176.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-9528b”: “i-0d5b7bdb5abf83489.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-gdqpj”: “i-026d8db45140a2320.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-jcg6j”: “i-058927ad95dd1d084.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-pwqhx”: “i-0f763fc1bbf428b57.us-east-2.compute.internal”: “us-east-2c”
RDS instances:
“maria-db”: “us-east-2c”
“first-read-replica”: “us-east-2a”
rds-three-highreplication - 20250224_120738
Pods:
“teastore-auth-848dd67cc7-2nqd9”: “i-008c6485516911de4.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-848dd67cc7-5vzk4”: “i-0a94b1678624a7db5.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-848dd67cc7-br2pv”: “i-0132a1e73c173edd4.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-848dd67cc7-m9v9z”: “i-09567f5e50770a3af.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-848dd67cc7-pq7mk”: “i-070cefe4ae5854354.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-8r28g”: “i-0ff0aac53ae49f664.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-g2cvg”: “i-07f303a2dbcc8912e.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-hrfxx”: “i-0dd42f05db5bcb273.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-lhbwk”: “i-0beac53d5158a61df.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-pjhsn”: “i-014e6fa661c5d7744.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-5pw7h”: “i-03bb2e488f46e37e5.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-8hj8j”: “i-014e6fa661c5d7744.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-tqv8k”: “i-0de1892bc1a7136dc.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-ww8v7”: “i-0a94b1678624a7db5.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-xms6d”: “i-07f303a2dbcc8912e.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-59nlq”: “i-0de1892bc1a7136dc.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5cff6fcd6c-5q5kf”: “i-0a94b1678624a7db5.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-g4kqv”: “i-03bb2e488f46e37e5.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-sv268”: “i-07f303a2dbcc8912e.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-v88nw”: “i-0132a1e73c173edd4.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-jcd2j”: “i-03bb2e488f46e37e5.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-2l9wf”: “i-070cefe4ae5854354.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-c4txg”: “i-0beac53d5158a61df.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-hcdvj”: “i-0dd42f05db5bcb273.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-kcbc8”: “i-09567f5e50770a3af.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-kqlmw”: “i-008c6485516911de4.us-east-2.compute.internal”: “us-east-2b”
RDS instances:
“maria-db”: “us-east-2c”
“first-read-replica”: “us-east-2a”
“second-read-replica”: “us-east-2b”
rds-three-highreplication - 20250224_133907
Pods:
“teastore-auth-848dd67cc7-52hpj”: “i-0dd42f05db5bcb273.us-east-2.compute.internal”: “us-east-2a”
“teastore-auth-848dd67cc7-5lvzx”: “i-09567f5e50770a3af.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-848dd67cc7-6h7l5”: “i-0beac53d5158a61df.us-east-2.compute.internal”: “us-east-2b”
“teastore-auth-848dd67cc7-p69bx”: “i-014e6fa661c5d7744.us-east-2.compute.internal”: “us-east-2c”
“teastore-auth-848dd67cc7-rn7g6”: “i-008c6485516911de4.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-2ggq9”: “i-0de1892bc1a7136dc.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-47dnl”: “i-008c6485516911de4.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-7vf8c”: “i-0ff0aac53ae49f664.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-h55t2”: “i-0a94b1678624a7db5.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-jfmf8”: “i-070cefe4ae5854354.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-5cb4574b98-7zr7z”: “i-070cefe4ae5854354.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-5cb4574b98-dfhj5”: “i-0de1892bc1a7136dc.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-5cb4574b98-mvznq”: “i-03bb2e488f46e37e5.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-s547w”: “i-0a94b1678624a7db5.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-5cb4574b98-spkfg”: “i-0132a1e73c173edd4.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-69grf”: “i-0132a1e73c173edd4.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-bfwkj”: “i-03bb2e488f46e37e5.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-sjfk5”: “i-07f303a2dbcc8912e.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-w9jbn”: “i-0beac53d5158a61df.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-xpmm9”: “i-09567f5e50770a3af.us-east-2.compute.internal”: “us-east-2c”
“teastore-registry-7cd6c95dd4-n9wq7”: “i-07f303a2dbcc8912e.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-6trbf”: “i-0ff0aac53ae49f664.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-9qcsf”: “i-014e6fa661c5d7744.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-chw49”: “i-0dd42f05db5bcb273.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-565dc9497f-cvtf8”: “i-03bb2e488f46e37e5.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-gv5j7”: “i-07f303a2dbcc8912e.us-east-2.compute.internal”: “us-east-2a”
RDS instances:
“maria-db”: “us-east-2c”
“first-read-replica”: “us-east-2a”
“second-read-replica”: “us-east-2b”
Results analysis
| Model | |
|---|---|
| (Intercept) | 2562.150** |
| (860.591) | |
| storageReplicationLevel | 1504.468*** |
| (398.376) | |
| Num.Obs. | 90 |
| R2 | 0.139 |
| R2 Adj. | 0.130 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 1778.070*** |
| (287.452) | |
| storageReplicationLevel | 756.142*** |
| (133.064) | |
| Num.Obs. | 90 |
| R2 | 0.268 |
| R2 Adj. | 0.260 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 1747.973** |
| (532.297) | |
| storageReplicationLevel | 1225.151*** |
| (246.406) | |
| Num.Obs. | 180 |
| R2 | 0.122 |
| R2 Adj. | 0.117 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 299.967+ |
| (172.239) | |
| storageReplicationLevel | 211.013** |
| (79.731) | |
| Num.Obs. | 90 |
| R2 | 0.074 |
| R2 Adj. | 0.063 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 2816.008** |
| (997.412) | |
| storageReplicationLevel | 1959.865*** |
| (461.712) | |
| Num.Obs. | 90 |
| R2 | 0.170 |
| R2 Adj. | 0.161 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 4069.026*** |
| (897.807) | |
| storageReplicationLevel | 2359.303*** |
| (415.438) | |
| Num.Obs. | 179 |
| R2 | 0.154 |
| R2 Adj. | 0.149 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
For the entity User Logout, the measure storageReplicationLevel is undefined, because the request trace does not call a database.
| Model | |
|---|---|
| (Intercept) | 105.102*** |
| (2.812) | |
| storageReplicationLevel | 2.912* |
| (1.302) | |
| Num.Obs. | 90 |
| R2 | 0.054 |
| R2 Adj. | 0.043 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 71.918*** |
| (15.449) | |
| storageReplicationLevel | 5.050 |
| (7.152) | |
| Num.Obs. | 90 |
| R2 | 0.006 |
| R2 Adj. | −0.006 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 109.128*** |
| (2.456) | |
| storageReplicationLevel | 3.410** |
| (1.137) | |
| Num.Obs. | 180 |
| R2 | 0.048 |
| R2 Adj. | 0.043 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 58.159*** |
| (1.139) | |
| storageReplicationLevel | 0.570 |
| (0.527) | |
| Num.Obs. | 90 |
| R2 | 0.013 |
| R2 Adj. | 0.002 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 135.158*** |
| (5.168) | |
| storageReplicationLevel | 6.397** |
| (2.392) | |
| Num.Obs. | 90 |
| R2 | 0.075 |
| R2 Adj. | 0.065 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 119.401*** |
| (4.698) | |
| storageReplicationLevel | 5.246* |
| (2.175) | |
| Num.Obs. | 180 |
| R2 | 0.032 |
| R2 Adj. | 0.026 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
For the entity User Logout, the measure storageReplicationLevel is undefined, because the request trace does not call a database.
2.4 Hypothesis 4
A higher vertical data replication has a positive impact on time-behavior
Deployment topology info
noreplication-nocaching - 20250213_144548
Pods:
“teastore-auth-848dd67cc7-nn9vb”: “i-0c1102daeb141599b.us-east-2.compute.internal”: “us-east-2c”
“teastore-db-855687f49f-575cv”: “i-0531150bc7899e2a7.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-zzm25”: “i-0209b13fb444c1d5e.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-86c596fdb5-nnhjg”: “i-0486cd8db243ec727.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-kx5ld”: “i-0280562c24c16ada7.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-9p8xv”: “i-0719bcaa5f410ea61.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-d2mbh”: “i-068e606dda4f85eb5.us-east-2.compute.internal”: “us-east-2a”
noreplication-nocaching - 20250213_163214
Pods:
“teastore-auth-848dd67cc7-qkjnf”: “i-0486cd8db243ec727.us-east-2.compute.internal”: “us-east-2b”
“teastore-db-855687f49f-24wds”: “i-0280562c24c16ada7.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-jsvpw”: “i-0719bcaa5f410ea61.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-86c596fdb5-ww5rz”: “i-0209b13fb444c1d5e.us-east-2.compute.internal”: “us-east-2c”
“teastore-recommender-5cff6fcd6c-p5frt”: “i-068e606dda4f85eb5.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-9lzhp”: “i-0c1102daeb141599b.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-pkxkd”: “i-0531150bc7899e2a7.us-east-2.compute.internal”: “us-east-2c”
noreplication - 20250214_131514
Pods:
“teastore-auth-848dd67cc7-8fjjq”: “i-032693167aaef27a6.us-east-2.compute.internal”: “us-east-2a”
“teastore-db-855687f49f-9k9wt”: “i-0ed3df51bfcdd4308.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-8mkrm”: “i-0ee51be2234fa8253.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-648b7cb468-cq75p”: “i-0a291269f6692f301.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-vh9jn”: “i-07f8e5b25efa587a4.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-67x9m”: “i-0ccfdc108f890e91b.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-565dc9497f-gtdn4”: “i-0c32bc7124cc190fa.us-east-2.compute.internal”: “us-east-2c”
noreplication - 20250214_144959
Pods:
“teastore-auth-848dd67cc7-pz26g”: “i-07f8e5b25efa587a4.us-east-2.compute.internal”: “us-east-2a”
“teastore-db-855687f49f-jt26p”: “i-0ed3df51bfcdd4308.us-east-2.compute.internal”: “us-east-2a”
“teastore-image-758c554dc-2z654”: “i-0ee51be2234fa8253.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-648b7cb468-zfdjh”: “i-0a699b05582d3e038.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-fn9wp”: “i-032693167aaef27a6.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-7cd6c95dd4-jb4hr”: “i-0b4483458f7db6913.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-565dc9497f-wcdkk”: “i-0a291269f6692f301.us-east-2.compute.internal”: “us-east-2b”
noreplication-withcaching - 20250214_214037
Pods:
“teastore-auth-848dd67cc7-7btrc”: “i-0b4483458f7db6913.us-east-2.compute.internal”: “us-east-2b”
“teastore-db-855687f49f-7x4vq”: “i-0eacd28b21f62c162.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-45q9l”: “i-0ed3df51bfcdd4308.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-86c596fdb5-t2vt7”: “i-032693167aaef27a6.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-g2knx”: “i-0ccfdc108f890e91b.us-east-2.compute.internal”: “us-east-2c”
“teastore-registry-7cd6c95dd4-5tdzc”: “i-0a699b05582d3e038.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-559bf8c4c9-gjk8v”: “i-07f8e5b25efa587a4.us-east-2.compute.internal”: “us-east-2a”
noreplication-withcaching - 20250214_231501
Pods:
“teastore-auth-848dd67cc7-qvcnw”: “i-032693167aaef27a6.us-east-2.compute.internal”: “us-east-2a”
“teastore-db-855687f49f-h7g47”: “i-0b4483458f7db6913.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-758c554dc-2kz9s”: “i-07f8e5b25efa587a4.us-east-2.compute.internal”: “us-east-2a”
“teastore-persistence-86c596fdb5-c8t7n”: “i-0ed3df51bfcdd4308.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-m5cbk”: “i-0c32bc7124cc190fa.us-east-2.compute.internal”: “us-east-2c”
“teastore-registry-7cd6c95dd4-8sg8k”: “i-0ee51be2234fa8253.us-east-2.compute.internal”: “us-east-2b”
“teastore-webui-559bf8c4c9-jm99d”: “i-0eacd28b21f62c162.us-east-2.compute.internal”: “us-east-2b”
noreplication-withmorecaching - 20250216_172156
Pods:
“teastore-auth-848dd67cc7-xcms8”: “i-09bb2bb3b5ad10cde.us-east-2.compute.internal”: “us-east-2b”
“teastore-db-855687f49f-fn59m”: “i-0f84400790f50a53a.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-rpnp4”: “i-0908d5f5c78691949.us-east-2.compute.internal”: “us-east-2c”
“teastore-persistence-86c596fdb5-j97rw”: “i-0f78013de48027657.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-5cff6fcd6c-scq22”: “i-058d54abeb60378b8.us-east-2.compute.internal”: “us-east-2b”
“teastore-registry-7cd6c95dd4-rrf2l”: “i-0768fff0eee1ba0f6.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-559bf8c4c9-gl7fg”: “i-08bec42205851b191.us-east-2.compute.internal”: “us-east-2a”
noreplication-withmorecaching - 20250216_185257
Pods:
“teastore-auth-848dd67cc7-gltdk”: “i-08bec42205851b191.us-east-2.compute.internal”: “us-east-2a”
“teastore-db-855687f49f-5lhcs”: “i-0f84400790f50a53a.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-758c554dc-2kzsj”: “i-058d54abeb60378b8.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-86c596fdb5-rn25w”: “i-0ea5be9d4edeec5c0.us-east-2.compute.internal”: “us-east-2a”
“teastore-recommender-5cff6fcd6c-zbh9r”: “i-09bb2bb3b5ad10cde.us-east-2.compute.internal”: “us-east-2b”
“teastore-registry-7cd6c95dd4-frhp5”: “i-0768fff0eee1ba0f6.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-559bf8c4c9-mcs4v”: “i-0eea8168ecf59a0f5.us-east-2.compute.internal”: “us-east-2b”
Results analysis
| Model | |
|---|---|
| (Intercept) | 5738.738*** |
| (325.733) | |
| ratioOfCachedDataAggregates | −6569.883*** |
| (528.792) | |
| Num.Obs. | 120 |
| R2 | 0.567 |
| R2 Adj. | 0.563 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 10360.671*** |
| (467.750) | |
| dataReplicationAlongRequestTrace | −10615.647*** |
| (559.889) | |
| Num.Obs. | 120 |
| R2 | 0.753 |
| R2 Adj. | 0.751 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 13460.401*** |
| (890.074) | |
| dataReplicationAlongRequestTrace | −13628.895*** |
| (1036.829) | |
| Num.Obs. | 240 |
| R2 | 0.421 |
| R2 Adj. | 0.418 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 3191.677*** |
| (346.839) | |
| dataReplicationAlongRequestTrace | −3151.062*** |
| (381.043) | |
| Num.Obs. | 120 |
| R2 | 0.367 |
| R2 Adj. | 0.362 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 14039.265*** |
| (899.789) | |
| dataReplicationAlongRequestTrace | −14532.519*** |
| (1129.201) | |
| Num.Obs. | 120 |
| R2 | 0.584 |
| R2 Adj. | 0.580 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 29482.924*** |
| (1375.690) | |
| dataReplicationAlongRequestTrace | −30192.975*** |
| (1608.743) | |
| Num.Obs. | 239 |
| R2 | 0.598 |
| R2 Adj. | 0.596 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 5512.225*** |
| (317.089) | |
| dataReplicationAlongRequestTrace | −6453.935*** |
| (567.225) | |
| Num.Obs. | 80 |
| R2 | 0.624 |
| R2 Adj. | 0.619 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
2.5 Hypothesis 5
A higher vertical data replication has a positive impact on availability
Deployment topology info
withfailures-nocaching - 20250216_202723
Pods:
“teastore-auth-87dfcb769-69jnn”: “i-0f84400790f50a53a.us-east-2.compute.internal”: “us-east-2c” “teastore-db-855687f49f-46stv”: “i-0908d5f5c78691949.us-east-2.compute.internal”: “us-east-2c” “teastore-image-865689b5f9-jxwtq”: “i-08bec42205851b191.us-east-2.compute.internal”: “us-east-2a” “teastore-persistence-6b7b44f867-wlt47”: “i-09bb2bb3b5ad10cde.us-east-2.compute.internal”: “us-east-2b” “teastore-recommender-866ccfb8b7-vzc4x”: “i-0eea8168ecf59a0f5.us-east-2.compute.internal”: “us-east-2b” “teastore-registry-7cd6c95dd4-kswpg”: “i-058d54abeb60378b8.us-east-2.compute.internal”: “us-east-2b” “teastore-webui-667586f4bc-sbmwh”: “i-0ea5be9d4edeec5c0.us-east-2.compute.internal”: “us-east-2a”
withfailures-nocaching - 20250216_220729
Pods:
“teastore-auth-87dfcb769-kwpcd”: “i-0eea8168ecf59a0f5.us-east-2.compute.internal”: “us-east-2b” “teastore-db-855687f49f-st4dm”: “i-058d54abeb60378b8.us-east-2.compute.internal”: “us-east-2b” “teastore-image-865689b5f9-x4cn8”: “i-08bec42205851b191.us-east-2.compute.internal”: “us-east-2a” “teastore-persistence-6b7b44f867-lvqv9”: “i-09bb2bb3b5ad10cde.us-east-2.compute.internal”: “us-east-2b” “teastore-recommender-866ccfb8b7-449k2”: “i-0768fff0eee1ba0f6.us-east-2.compute.internal”: “us-east-2c” “teastore-registry-7cd6c95dd4-zplkh”: “i-0ea5be9d4edeec5c0.us-east-2.compute.internal”: “us-east-2a” “teastore-webui-667586f4bc-cn25f”: “i-0908d5f5c78691949.us-east-2.compute.internal”: “us-east-2c”
withfailures-noreplication - 20250211_211843
Pods:
“teastore-auth-6bf98c95b6-q7t6l”: “i-0623f7a395494d30b.us-east-2.compute.internal”: “us-east-2a”
“teastore-db-556958c44b-ds9nz”: “i-0129785a4d7128700.us-east-2.compute.internal”: “us-east-2b”
“teastore-image-6786dc87dd-mjmpl”: “i-09cd6681256292b99.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-85668f6ff5-lp2rc”: “i-06d65a5f60c8f002a.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-596679cd76-9tgmr”: “i-02f692eef2366b5df.us-east-2.compute.internal”: “us-east-2a”
“teastore-registry-5c94c5ff75-qvq67”: “i-020e6aa1ee89a5353.us-east-2.compute.internal”: “us-east-2a”
“teastore-webui-5fcc94b6d8-h5sv7”: “i-036731fbc0207c44d.us-east-2.compute.internal”: “us-east-2c”
withfailures-noreplication - 20250211_225327
Pods:
“teastore-auth-6bf98c95b6-t5hkt”: “i-06d65a5f60c8f002a.us-east-2.compute.internal”: “us-east-2b”
“teastore-db-556958c44b-8lrfl”: “i-036731fbc0207c44d.us-east-2.compute.internal”: “us-east-2c”
“teastore-image-6786dc87dd-x4dn9”: “i-09cd6681256292b99.us-east-2.compute.internal”: “us-east-2b”
“teastore-persistence-85668f6ff5-8wfrf”: “i-0129785a4d7128700.us-east-2.compute.internal”: “us-east-2b”
“teastore-recommender-596679cd76-7h5t8”: “i-0be7001d7817d65df.us-east-2.compute.internal”: “us-east-2c”
“teastore-registry-5c94c5ff75-mqrzx”: “i-0a0a3b9142a732fe8.us-east-2.compute.internal”: “us-east-2c”
“teastore-webui-5fcc94b6d8-66zcb”: “i-02f692eef2366b5df.us-east-2.compute.internal”: “us-east-2a”
withfailures-withcaching - 20250217_091525
Pods:
“teastore-auth-87dfcb769-7zfcx”: “i-0c5b3c188b28a91d2.us-east-2.compute.internal”: “us-east-2c” “teastore-db-855687f49f-pbfnr”: “i-08e0048418f8a377d.us-east-2.compute.internal”: “us-east-2b” “teastore-image-865689b5f9-9f947”: “i-035541a7496650e30.us-east-2.compute.internal”: “us-east-2a” “teastore-persistence-6b7b44f867-5kr4m”: “i-04c1e187a171c4969.us-east-2.compute.internal”: “us-east-2b” “teastore-recommender-866ccfb8b7-zlllc”: “i-0166a1c0a10387453.us-east-2.compute.internal”: “us-east-2a” “teastore-registry-7cd6c95dd4-r57gb”: “i-073993bd0d8f5ee41.us-east-2.compute.internal”: “us-east-2a” “teastore-webui-cb5d755bc-cw5bc”: “i-00a3b9e21c4024a85.us-east-2.compute.internal”: “us-east-2c”
withfailures-withcaching - 20250217_112514
Pods:
“teastore-auth-87dfcb769-n4cqw”: “i-08e0048418f8a377d.us-east-2.compute.internal”: “us-east-2b” “teastore-db-855687f49f-ttt7m”: “i-0166a1c0a10387453.us-east-2.compute.internal”: “us-east-2a” “teastore-image-865689b5f9-7fkjk”: “i-073993bd0d8f5ee41.us-east-2.compute.internal”: “us-east-2a” “teastore-persistence-6b7b44f867-l9plb”: “i-00a3b9e21c4024a85.us-east-2.compute.internal”: “us-east-2c” “teastore-recommender-866ccfb8b7-wcnfj”: “i-0c5cac054c83da12e.us-east-2.compute.internal”: “us-east-2b” “teastore-registry-7cd6c95dd4-bkw5r”: “i-035541a7496650e30.us-east-2.compute.internal”: “us-east-2a” “teastore-webui-cb5d755bc-zb929”: “i-0c5b3c188b28a91d2.us-east-2.compute.internal”: “us-east-2c”
withfailures-withmorecaching - 20250217_130126
Pods:
“teastore-auth-5c5469cc77-jdrl2”: “i-06d5fde1806e27322.us-east-2.compute.internal”: “us-east-2b” “teastore-db-855687f49f-4pcnk”: “i-04c1e187a171c4969.us-east-2.compute.internal”: “us-east-2b” “teastore-image-865689b5f9-wvj8s”: “i-07c7922247e0b3abf.us-east-2.compute.internal”: “us-east-2c” “teastore-persistence-6b7b44f867-kjl94”: “i-0166a1c0a10387453.us-east-2.compute.internal”: “us-east-2a” “teastore-recommender-866ccfb8b7-z8p4n”: “i-03cb0f63b09008cd7.us-east-2.compute.internal”: “us-east-2c” “teastore-registry-7cd6c95dd4-44t92”: “i-0f51de9306b532fea.us-east-2.compute.internal”: “us-east-2a” “teastore-webui-cb5d755bc-rv5t6”: “i-073993bd0d8f5ee41.us-east-2.compute.internal”: “us-east-2a”
withfailures-withmorecaching - 20250217_152335
Pods:
“teastore-auth-5c5469cc77-gt22c”: “i-035541a7496650e30.us-east-2.compute.internal”: “us-east-2a” “teastore-db-855687f49f-shxt7”: “i-0166a1c0a10387453.us-east-2.compute.internal”: “us-east-2a” “teastore-image-865689b5f9-94xdc”: “i-08e0048418f8a377d.us-east-2.compute.internal”: “us-east-2b” “teastore-persistence-6b7b44f867-ztgb6”: “i-00a3b9e21c4024a85.us-east-2.compute.internal”: “us-east-2c” “teastore-recommender-866ccfb8b7-x7ldd”: “i-0f51de9306b532fea.us-east-2.compute.internal”: “us-east-2a” “teastore-registry-7cd6c95dd4-ndx48”: “i-0c5b3c188b28a91d2.us-east-2.compute.internal”: “us-east-2c” “teastore-webui-cb5d755bc-vz4cd”: “i-073993bd0d8f5ee41.us-east-2.compute.internal”: “us-east-2a”
Results analysis
| Model | |
|---|---|
| (Intercept) | 65.218*** |
| (0.601) | |
| ratioOfCachedDataAggregates | 12.235*** |
| (0.976) | |
| Num.Obs. | 120 |
| R2 | 0.571 |
| R2 Adj. | 0.567 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 91.448*** |
| (3.831) | |
| dataReplicationAlongRequestTrace | −10.267* |
| (4.586) | |
| Num.Obs. | 120 |
| R2 | 0.041 |
| R2 Adj. | 0.033 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | −9.630* |
| (4.029) | |
| dataReplicationAlongRequestTrace | 92.215*** |
| (4.694) | |
| Num.Obs. | 240 |
| R2 | 0.619 |
| R2 Adj. | 0.617 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 78.072*** |
| (6.874) | |
| dataReplicationAlongRequestTrace | −1.673 |
| (7.552) | |
| Num.Obs. | 120 |
| R2 | 0.000 |
| R2 Adj. | −0.008 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 23.714*** |
| (2.072) | |
| dataReplicationAlongRequestTrace | 57.474*** |
| (2.601) | |
| Num.Obs. | 120 |
| R2 | 0.805 |
| R2 Adj. | 0.804 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 56.054*** |
| (4.907) | |
| dataReplicationAlongRequestTrace | 7.948 |
| (5.773) | |
| Num.Obs. | 226 |
| R2 | 0.008 |
| R2 Adj. | 0.004 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
| Model | |
|---|---|
| (Intercept) | 78.048*** |
| (1.186) | |
| dataReplicationAlongRequestTrace | −2.966 |
| (2.122) | |
| Num.Obs. | 80 |
| R2 | 0.024 |
| R2 Adj. | 0.012 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |